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Re-evaluating dissociations between implicit and explicit category learning: an event-related fMRI study.

Todd M Gureckis1, Thomas W James, Robert M Nosofsky

  • 1Department of Psychology, New York University, 6 Washington Place, New York, NY 10003, USA. todd.gureckis@nyu.edu

Journal of Cognitive Neuroscience
|August 6, 2010
PubMed
Summary

Distinct neural systems may underlie implicit and explicit learning. However, stimulus encoding strategies, not just learning type, influence brain activity patterns in visual cortex during perceptual category learning.

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Area of Science:

  • Neuroscience
  • Cognitive Psychology

Background:

  • fMRI studies suggest distinct neural systems for implicit and explicit learning.
  • Previous research may confound learning conditions with stimulus encoding processes.

Purpose of the Study:

  • To decouple stimulus encoding from learning type in perceptual category learning.
  • To investigate the neural basis of implicit versus explicit learning.

Main Methods:

  • fMRI was used to examine brain activity during a dot-pattern classification task.
  • Participants underwent implicit and explicit learning conditions with varied encoding instructions.

Main Results:

  • Decreased activity in occipital visual cortex (V3, BA 19) was observed for studied categories after incidental (implicit) learning, but not explicit learning.
  • This pattern was modulated by encoding instructions; evaluating stimulus configuration during implicit learning abolished the signature neural activity.

Conclusions:

  • Neural activity in extrastriate visual cortex does not uniquely signify implicit perceptual category learning.
  • Encoding strategies, particularly those involving holistic stimulus evaluation, play a critical role in modulating neural recruitment during learning.